Tutorials

Discover a wealth of tutorials from our developers. Choose from videos, notebooks, or traditional tutorials.

Expose Apps, Services with Tunnels

Use popular tunnel tools to expose your apps or services on Intel® Tiber™ AI Cloud.

Expose applications with tunnels

Fine-Tune Meta* Llama 3.2-Vision-Instruct Multimodal LLM

Fine-tune a Multimodal Large Language Model (MLLM) on an image-caption dataset using the Intel® Gaudi® 2 processor

Fine-Tune Meta Llama 3.2-Vision-Instruct Multimodal LLM on Intel Accelerators

Fine-tune Meta* Llama-3.2-3B-Instruct for multilingual ChatBot

Fine-tune the Llama-3.2 model with LoRA. Test translation. Try a ChatBot exercise.

Fine-tune Meta Llama-3.2-3B-Instruct

Orchestrate AI Workloads with dstack

Improve AI workload orchestration with support for Intel® Gaudi® AI accelerators.

Orchestrate AI Workloads with dstack

Intel® Gaudi® 2 processor

Onboarding Intel® Gaudi® 2 processor for inference and training

Onboard Intel Gaudi 2 processor

MLOps and AI optimization

Operational AI for scalable production solutions

Evolving Perspectives on Operational AI

Monocular depth estimation (DPT)

Infer image depth using DPT and the Hugging Face BEiT model.

NumPy* Universal functions

Accelerated math operations with vectorization.

Accelerated NumPy* Calculations

Accelerated Python loops with the Intel® Math Kernel Library.

Accelerated Python loops

Loop Replacement for Pandas Apply

NumPy tricks to accelerate a Pandas Apply statement.

Visual Studio Code Dev

Set up the Visual Studio Code* app to work on a compute instance.

Set up Visual Studio Code\* app

XPU Verify Tool

Run a suite of tests for discrete GPUs on Linux* operating systems.

XPU Verify Tool